Facilitating Document Annotation using Content and Querying Value

Facilitating Document Annotation using Content and Querying Value ABSTRACT: A large number of organizations today generate and share textual descriptions of their products, services, and actions. Such collections of textual data contain significant amount of structured information, which remains buried in the unstructured text. While information extraction algorithms facilitate the extraction of structured relations, they […]


Crowdsourcing Predictors of Behavioral Outcomes

Crowdsourcing Predictors of Behavioral Outcomes ABSTRACT: Generating models from large data sets—and determining which subsets of data to mine—is becoming increasingly automated. However, choosing what data to collect in the first place requires human intuition or experience, usually supplied by a domain expert. This paper describes a new approach to machine science which demonstrates for […]